Jimmy Ming-Tai Wu

97 papers B 5C 2Journal 51Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
A study on signal filtering techniques in trend-following strategies with LSTM integration.
Expert Syst. Appl.
Jimmy Ming-Tai Wu, Yi-Chun Cheng, Sheng-Chi Luo, Ju-Fang Yen, Mu-En Wu
2026 J jnl
A sustainable urban optimization framework driven by a large language model based on multi-party trusted collaboration.
Appl. Soft Comput.
Zhihui Wu, Jinzhao Chu, Xiao Yang, Sachin Kumar, Feng Jie, Jimmy Ming-Tai Wu, Qingqi Pei
2025 J jnl
Convert index trading to option strategies via LSTM architecture.
Neural Comput. Appl.
Jimmy Ming-Tai Wu, Mu-En Wu, Pang-Jen Hung, Mohammad Mehedi Hassan, Giancarlo Fortino
2025 J jnl
High-utility sequential pattern mining in incremental database.
J. Supercomput.
Huizhen Yan, Fengyang Li, Ming-Chia Hsieh, Jimmy Ming-Tai Wu
2024 J jnl
A parallel compact Marine Predators Algorithm applied in time series prediction of Backpropagation neural network (BNN) and engineering optimization.
Math. Comput. Simul.
Jeng-Shyang Pan, Zhen Zhang, Shu-Chuan Chu, Si-Qi Zhang, Jimmy Ming-Tai Wu
2024 — conf
Mining Cross-level Frequent Weighted Closed Itemsets in Hierarchical Quantitative Databases.
ICEA
Jimmy Ming-Tai Wu, Tian-Yi Guo, Chun-Wei Tsai
2024 J jnl
On the design of searching algorithm for parameter plateau in quantitative trading strategies using particle swarm optimization.
Knowl. Based Syst.
Jimmy Ming-Tai Wu, Wen-Yu Lin, Ko-Wei Huang, Mu-En Wu
2024 — conf
Optimizing Option Short Strangle Strategies Through Genetic Algorithm.
ACIIDS (Companion 1)
Dai-Jia Wu, Mu-En Wu, Sheng-Chi Luo, Jimmy Ming-Tai Wu
2024 — conf
SeqClin: Pattern-Based Analysis and Classification of Clinical Datasets.
BIBM
M. Saqib Nawaz, Philippe Fournier-Viger, Jimmy Ming-Tai Wu
2023 — conf
A Deep Learning Framework for Forecasting Pork Import Prices Using PPI_IPD Index.
ICEA
Qinghua Zhang, Huizhen Yan, Jirsen Ning, Jimmy Ming-Tai Wu
2023 B conf
A Federated Mining Framework for Complete Frequent Itemsets.
SMC
Tzung-Pei Hong, Ya-Ping Hsu, Chun-Hao Chen, Jimmy Ming-Tai Wu
2023 J jnl
A Genetic Algorithm for the Waitable Time-Varying Multi-Depot Green Vehicle Routing Problem.
Symmetry
Chien-Ming Chen, Shi Lv, Jirsen Ning, Jimmy Ming-Tai Wu
2023 J jnl
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning.
ACM Trans. Sens. Networks
Jimmy Ming-Tai Wu, Qian Teng, Shamsul Huda, Yeh-Cheng Chen, Chien-Ming Chen
2023 J jnl
A graph-based CNN-LSTM stock price prediction algorithm with leading indicators.
Multim. Syst.
Jimmy Ming-Tai Wu, Zhongcui Li, Norbert Herencsar, Bay Vo, Jerry Chun-Wei Lin
2023 — conf
Mining High Utility Sequential Patterns in Dynamic Databases.
ICCCS
Jimmy Ming-Tai Wu, Fengyang Li, Ranran Li, Shuo Liu, Huiying Zhou
2023 — conf
Mining Skyline Frequent-Utility Pattern with Threshold Filtering.
ICCCS
Jimmy Ming-Tai Wu, Yadong Liu, Huiying Zhou, Fengyang Li, Shaowei Ma
2023 J jnl
Mining Skyline Patterns from Big Data Environments based on a Spark Framework.
J. Grid Comput.
Jimmy Ming-Tai Wu, Huiying Zhou, Jerry Chun-Wei Lin, Gautam Srivastava, Mohamed Baza
2023 J jnl
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework.
Intell. Data Anal.
Jimmy Ming-Tai Wu, Ranran Li, Mu-En Wu, Jerry Chun-Wei Lin
2023 — conf
Stock Trading Decision Method Based on Stop Loss Double Threshold.
ICCCS
Jimmy Ming-Tai Wu, Shaowei Ma, Ke Wang, Huizhen Yan, Qinghua Zhang
2023 J jnl
The effective skyline quantify-utility patterns mining algorithm with pruning strategies.
Comput. Sci. Inf. Syst.
Jimmy Ming-Tai Wu, Ranran Li, Pi-Chung Hsu, Mu-En Wu
2023 B conf
Updating Top-k Dominate Individuals with Incomplete Data Addition.
ISIT
Jimmy Ming-Tai Wu, Ke Wang, Huizhen Yan, Chao-Chun Chen, Pei-Wei Chen, Jerry Chun-Wei Lin
2022 J jnl
A Stock Trading Expert System Established by the CNN-GA-Based Collaborative System.
Int. J. Data Warehous. Min.
Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Vicente García-Díaz, Jerry Chun-Wei Lin
2022 J jnl
Analysis and construction by convolution neural network of link prediction model on social network.
J. Intell. Fuzzy Syst.
Jimmy Ming-Tai Wu, Meng-Hsiun Tsai, Tu-Wei Li, Matin Pirouz
2022 J jnl
Analytics of high average-utility patterns in the industrial internet of things.
Appl. Intell.
Jimmy Ming-Tai Wu, Zhongcui Li, Gautam Srivastava, Unil Yun, Jerry Chun-Wei Lin
2022 J jnl
Dynamic maintenance model for high average-utility pattern mining with deletion operation.
Appl. Intell.
Jimmy Ming-Tai Wu, Qian Teng, Shahab Tayeb, Jerry Chun-Wei Lin
2022 J jnl
Efficient Uncertain Sequence Pattern Mining Based on Hadoop Platform.
J. Circuits Syst. Comput.
Jimmy Ming-Tai Wu, Shuo Liu, Jerry Chun-Wei Lin
2022 J jnl
Embedded draw-down constraint reward function for deep reinforcement learning.
Appl. Soft Comput.
Jimmy Ming-Tai Wu, Sheng-Hao Lin, Jia-Hao Syu, Mu-En Wu
2022 — conf
Large-Scale Sequential Utility Pattern Mining in Uncertain Environments.
ICDM (Workshops)
Jimmy Ming-Tai Wu, Shuo Liu, Jerry Chun-Wei Lin
2022 J jnl
Mining large-scale high utility patterns in vehicular ad hoc network environments.
Trans. Emerg. Telecommun. Technol.
Jimmy Ming-Tai Wu, Min Wei, Gautam Srivastava, Chien-Ming Chen, Jerry Chun-Wei Lin
2022 — conf
Mining of High-Utility Sequence Patterns in Large-Scale Uncertain Databases.
DASC/PiCom/CBDCom/CyberSciTech
Jimmy Ming-Tai Wu, Shuo Liu, Jerry Chun-Wei Lin
2022 J jnl
Predict the trend of economic indicators in time series based on recurrent neural network combined with leading indicators.
J. Intell. Fuzzy Syst.
Jimmy Ming-Tai Wu, Meng-Hsiun Tsai, Chao-Chieh Cheng, Mu-En Wu
2022 J jnl
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model.
IEEE Trans. Emerg. Top. Comput. Intell.
Jimmy Ming-Tai Wu, Gautam Srivastava, Alireza Jolfaei, Matin Pirouz, Jerry Chun-Wei Lin
2022 — conf
Skyline Pattern Mining by Quantity-Utility Constraints in Large-Scale Databases.
ICDM (Workshops)
Jimmy Ming-Tai Wu, Ranran Li, Jerry Chun-Wei Lin
2022 — conf
Top-k Dominating Queries on Incremental Datasets.
DASFAA (Workshops)
Jimmy Ming-Tai Wu, Ke Wang, Jerry Chun-Wei Lin
2022 J jnl
Top-k dominating queries on incomplete large dataset.
J. Supercomput.
Jimmy Ming-Tai Wu, Min Wei, Mu-En Wu, Shahab Tayeb
2021 — conf
A Graphic CNN-LSTM Model for Stock Price Predication.
ICAISC (1)
Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
A Long Short-Term Memory Network Stock Price Prediction with Leading Indicators.
Big Data
Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Jerry Chun-Wei Lin
2021 — conf
A ML-Based Stock Trading Model for Profit Predication.
IEA/AIE (2)
Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
A Multi-Threshold Ant Colony System-based Sanitization Model in Shared Medical Environments.
ACM Trans. Internet Techn.
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Qian Teng
2021 J jnl
A Novel Synergetic LSTM-GA Stock Trading Suggestion System in Internet of Things.
Mob. Inf. Syst.
Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
A Provably Secure Authentication and Key Agreement Protocol in Cloud-Based Smart Healthcare Environments.
Secur. Commun. Networks
Tsu-Yang Wu, Lei Yang, Jia-Ning Luo, Jimmy Ming-Tai Wu
2021 J jnl
A graph-based convolutional neural network stock price prediction with leading indicators.
Softw. Pract. Exp.
Jimmy Ming-Tai Wu, Zhongcui Li, Gautam Srivastava, Meng-Hsiun Tsai, Jerry Chun-Wei Lin
2021 — conf
An Improved GA-Based Recommendation System for Soil Fertilization.
ICGEC
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Jimmy Ming-Tai Wu
2021 J jnl
An evolutionary computation-based privacy-preserving data mining model under a multithreshold constraint.
Trans. Emerg. Telecommun. Technol.
Jimmy Ming-Tai Wu, Gautam Srivastava, Unil Yun, Shahab Tayeb, Jerry Chun-Wei Lin
2021 — conf
Detection of Trajectory Outliers in Intelligent Transportation Systems.
IEEE BigData
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu
2021 J jnl
Fuzzy high-utility pattern mining in parallel and distributed Hadoop framework.
Inf. Sci.
Jimmy Ming-Tai Wu, Gautam Srivastava, Min Wei, Unil Yun, Jerry Chun-Wei Lin
2021 J jnl
Hiding sensitive information in eHealth datasets.
Future Gener. Comput. Syst.
Jimmy Ming-Tai Wu, Gautam Srivastava, Alireza Jolfaei, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2021 — conf
Large-Scale Closed High-Utility Itemset Mining.
ICDM (Workshops)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Jimmy Ming-Tai Wu
2021 J jnl
Lightweight authentication protocol in edge-based smart grid environment.
EURASIP J. Wirel. Commun. Netw.
Chien-Ming Chen, Lili Chen, Yanyu Huang, Sachin Kumar, Jimmy Ming-Tai Wu
2021 J jnl
Linguistic frequent pattern mining using a compressed structure.
Appl. Intell.
Jerry Chun-Wei Lin, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Youcef Djenouri
2021 — conf
Mining High Utility-probability Sequential Patterns in Bigdata Environments.
ICGEC
Jimmy Ming-Tai Wu, Shuo Liu, Mu-En Wu, Jerry Chun-Wei Lin
2021 — conf
Mining of High-Utility Patterns in Big IoT Databases.
ICAISC (2)
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap
2021 J jnl
Mining of High-Utility Patterns in Big IoT-based Databases.
Mob. Networks Appl.
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Reza M. Parizi, Mohammad S. Khan
2021 — conf
Revealing Top-k Dominant Individuals in Incomplete Data Based on Spark Environment.
ICGEC
Ke Wang, Jimmy Ming-Tai Wu, Binge Cui, Jerry Chun-Wei Lin
2021 J jnl
The Efficient Mining of Skyline Patterns from a Volunteer Computing Network.
ACM Trans. Internet Techn.
Jimmy Ming-Tai Wu, Qian Teng, Gautam Srivastava, Matin Pirouz, Jerry Chun-Wei Lin
2020 — conf
A PSO-Based Sanitization Process with Multi-thresholds Model.
ICPR Workshops (4)
Jimmy Ming-Tai Wu, Gautam Srivastava, Shahab Tayeb, Jerry Chun-Wei Lin
2020 — conf
Efficient Mining of Non-Dominated High Quantity-Utility Patterns.
ICDM (Workshops)
Jimmy Ming-Tai Wu, Qian Teng, Gautam Srivastava, Matin Pirouz, Jerry Chun-Wei Lin
2020 C conf
Efficient Mining of Pareto-Front High Expected Utility Patterns.
IEA/AIE
Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya
2020 J jnl
Efficient certificate-based aggregate signature scheme for vehicular
IET Networks
Jianneng Chen, Zhenjie Huang, Yu-Ping Zhou, Fumin Zou, Chien-Ming Chen, Jimmy Ming-Tai Wu, Tsu-Yang Wu
2020 — conf
Fuzzy High-Utility Pattern Mining based on the Hadoop Framework.
IEEE BigData
Jimmy Ming-Tai Wu, Gautam Srivastava, Min Wei, Jerry Chun-Wei Lin
2020 — conf
High-Utility Pattern Mining in Hadoop Environments.
IEEE BigData
Jimmy Ming-Tai Wu, Min Wei, Gautam Srivastava, Jerry Chun-Wei Lin
2020 J jnl
Incrementally Updating the Discovered High Average-Utility Patterns With the Pre-Large Concept.
IEEE Access
Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Chien-Fu Cheng
2020 C conf
Maintenance of Prelarge High Average-Utility Patterns in Incremental Databases.
IEA/AIE
Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng
2020 B conf
Mining Multiple Fuzzy Frequent Patterns with Compressed List Structures.
FUZZ-IEEE
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Tzung-Pei Hong
2020 — conf
TKC: Mining Top-K Cross-Level High Utility Itemsets.
ICDM (Workshops)
Mourad Nouioua, Ying Wang, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu
2020 J jnl
Updating high average-utility itemsets with pre-large concept.
J. Intell. Fuzzy Syst.
Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Unil Yun, Hsing-Chung Chen
2019 J jnl
A DNA Computation-Based Image Encryption Scheme for Cloud CCTV Systems.
IEEE Access
Tsu-Yang Wu, Xiaoning Fan, King-Hang Wang, Chin-Feng Lai, Naixue Xiong, Jimmy Ming-Tai Wu
2019 — conf
A GA-based Framework for Mining High Fuzzy Utility Itemsets.
IEEE BigData
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Tomasz Wiktorski, Tzung-Pei Hong, Matin Pirouz
2019 — conf
A Latent Variable CRF Model for Labeling Prediction.
MISNC
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Yinan Shao, Matin Pirouz, Binbin Zhang
2019 — conf
A Multiobjective-Based Group Trading Strategy Portfolio Optimization Technique.
ICGEC
Chun-Hao Chen, Munkhjargal Gankhuyag, Tzung-Pei Hong, Mu-En Wu, Jimmy Ming-Tai Wu
2019 — conf
A New Convolution Neural Network Model for Stock Price Prediction.
ICGEC
Jimmy Ming-Tai Wu, Zhongcui Li, Jerry Chun-Wei Lin, Matin Pirouz
2019 — conf
A Project-based PMiner Algorithm in Uncertain Databases.
TAAI
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Chun-Hao Chen, Ting Li
2019 J jnl
A Sanitization Approach to Secure Shared Data in an IoT Environment.
IEEE Access
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Youcef Djenouri, Chun-Hao Chen, Yuyu Zhang
2019 B conf
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining.
CEC
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang
2019 — conf
An Effective BI-encoded Schema for Mention Extraction.
MISNC
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Yinan Shao, Matin Pirouz, Binbin Zhang
2019 J jnl
Applying an ensemble convolutional neural network with Savitzky-Golay filter to construct a phonocardiogram prediction model.
Appl. Soft Comput.
Jimmy Ming-Tai Wu, Meng-Hsiun Tsai, Yong Zhi Huang, SK Hafizul Islam, Mohammad Mehedi Hassan, Abdulhameed Alelaiwi, Giancarlo Fortino
2019 B conf
Efficient Mining of High Average-Utility Sequential Patterns from Uncertain Databases.
SMC
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Tzung-Pei Hong, Ting Li
2019 — conf
High-Utility Itemset Mining in Big Dataset.
ICCE-TW
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Wei Min
2019 — conf
High-Utility Itemset Mining in Big Dataset.
ICGEC
Jimmy Ming-Tai Wu, Min Wei, Jerry Chun-Wei Lin, Chien-Ming Chen
2019 J jnl
High-Utility Itemset Mining with Effective Pruning Strategies.
ACM Trans. Knowl. Discov. Data
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Ashish Tamrakar
2019 J jnl
Security Analysis and Enhancement of a Certificateless Searchable Public Key Encryption Scheme for IIoT Environments.
IEEE Access
Tsu-Yang Wu, Chien-Ming Chen, King-Hang Wang, Jimmy Ming-Tai Wu
2018 — conf
A Multiple Objective PSO-Based Approach for Data Sanitization.
TAAI
Jerry Chun-Wei Lin, Yuyu Zhang, Chun-Hao Chen, Jimmy Ming-Tai Wu, Chien-Ming Chen, Tzung-Pei Hong
2018 — conf
A Public Auditing Scheme with Data Recovery.
ICGEC
Tsu-Yang Wu, Chien-Ming Chen, King-Hang Wang, Jimmy Ming-Tai Wu, Jeng-Shyang Pan
2018 — conf
Construct Left Ventricular Hypertrophy Prediction Model Based on Random Forest.
IIH-MSP (1)
Jimmy Ming-Tai Wu, Meng-Hsiun Tsai, Sheng-Han Xiao, Tsu-Yang Wu
2018 J jnl
Finding Top-k Dominance on Incomplete Big Data Using MapReduce Framework.
IEEE Access
Payam Ezatpoor, Justin Zhan, Jimmy Ming-Tai Wu, Carter Chiu
2018 — conf
GFSOM: Genetic Feature Selection for Ontology Matching.
ICGEC
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu
2018 J jnl
Generalizing Concept-Drift Patterns for Fuzzy Association Rules.
J. Netw. Intell.
Tzung-Pei Hong, Jimmy Ming-Tai Wu, Yan-Kang Li, Chun-Hao Chen
2018 — conf
New Tighter Upper Bounds for Mining High Average-Utility Itemsets.
ICBDE
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Matin Pirouz, Philippe Fournier-Viger
2018 J jnl
Security Analysis and Improvement of An Image Encryption Scheme Based on Chaotic Tent Map.
J. Inf. Hiding Multim. Signal Process.
Tsu-Yang Wu, Xiaoning Fan, King-Hang Wang, Jeng-Shyang Pan, Chien-Ming Chen, Jimmy Ming-Tai Wu
2018 — conf
Security Analysis of a Public Key Authenticated Encryption with Keyword Search Scheme.
IIH-MSP (1)
Tsu-Yang Wu, Chien-Ming Chen, King-Hang Wang, Jimmy Ming-Tai Wu, Jeng-Shyang Pan
2018 J jnl
TUB-HAUPM: Tighter Upper Bound for Mining High Average-Utility Patterns.
IEEE Access
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Matin Pirouz, Philippe Fournier-Viger
2017 J jnl
An ACO-based approach to mine high-utility itemsets.
Knowl. Based Syst.
Jimmy Ming-Tai Wu, Justin Zhan, Jerry Chun-Wei Lin
2017 J jnl
Ant Colony System Sanitization Approach to Hiding Sensitive Itemsets.
IEEE Access
Jimmy Ming-Tai Wu, Justin Zhan, Jerry Chun-Wei Lin
2017 J jnl
Efficient Mining of Multiple Fuzzy Frequent Itemsets.
Int. J. Fuzzy Syst.
Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Jimmy Ming-Tai Wu, Justin Zhan
2017 J jnl
Extracting recent weighted-based patterns from uncertain temporal databases.
Eng. Appl. Artif. Intell.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Jimmy Ming-Tai Wu, Justin Zhan
2016 J jnl
Mining high-utility itemsets based on particle swarm optimization.
Eng. Appl. Artif. Intell.
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Shyue-Liang Leon Wang, Justin Zhan
2015 — conf
A Swarm-Based Approach to Mine High-Utility Itemsets.
MISNC
Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Shyue-Liang Leon Wang